Explanation-Based Neural Network Learning: A Lifelong Learning Approach

by Sebastian Thrun

Book Overview

Lifelong learning addresses situations in which a learner faces a series of different learning tasks providing the opportunity for synergy among them. Explanation-based neural network learning (EBNN) is a machine learning algorithm that transfers knowledge across multiple learning tasks. When faced with a new learning task, EBNN exploits domain knowledge accumulated in previous learning tasks to guide generalization in the new one. As a result, EBNN...

• Format: Paperback
• Language: English
• ISBN: 1461285976
• ISBN13: 9781461285977
• Release Date: October 2011
• Publisher: Springer
• Length: 264 Pages
• Weight: 0.88 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"